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Blaine Nelson

8 papers hereh-index 5731 citations8 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • middle author8

Across the 8 of 8 papers where every author was matched, so the position is known.

fields
  • cs.CR3
  • cs.LG2
  • cs.AI1
  • cs.CL1
  • cs.SE1

identity via Semantic Scholar / OpenAlex

activity
20232026
most citedTree of Attacks: Jailbreaking Black-Box LLMs Automatically

24 citations · 24 across the 8 of their papers we have counts for

collaborators
Showing 2025Show all

3 papers · 1 filter

cs.CR2025

Llama-3.1-FoundationAI-SecurityLLM-8B-Instruct Technical Report

Sajana Weerawardhena, Paul Kassianik, Blaine Nelson +14

Large language models (LLMs) have shown remarkable success across many domains, yet their integration into cybersecurity applications remains limited due to a lack of general-purpo…

cs.CL2025

Large Language Models Encode Semantics and Alignment in Linearly Separable Representations

Baturay Saglam, Paul Kassianik, Blaine Nelson +3

Understanding the latent space geometry of large language models (LLMs) is key to interpreting their behavior and improving alignment. Yet it remains unclear to what extent LLMs li…

cs.CR2025

Llama-3.1-FoundationAI-SecurityLLM-Base-8B Technical Report

Paul Kassianik, Baturay Saglam, Alexander Chen +15

As transformer-based large language models (LLMs) increasingly permeate society, they have revolutionized domains such as software engineering, creative writing, and digital arts.…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.